PPARG and obesity due to melanocortin 4 receptor deficiency: Several mechanisms have been proposed to explain the association between obesity and fatty liver, including changes in cytokines, inflammation factors, insulin resistance, dyslipidemia(29) and regulation of the expression of some of the genes (PPAR-γ and others)(30).